Jaime Zabalza
Orcid: 0000-0002-0634-1725
According to our database1,
Jaime Zabalza
authored at least 35 papers
between 2014 and 2023.
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Bibliography
2023
Remote. Sens., January, 2023
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.
IEEE Trans. Cybern., 2022
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image.
IEEE Trans. Cybern., 2022
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Folded LDA: Extending the Linear Discriminant Analysis Algorithm for Feature Extraction and Data Reduction in Hyperspectral Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images.
Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021
2020
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19.
IEEE J. Biomed. Health Informatics, 2020
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments - A Case Study.
Sensors, 2019
Sensors, 2019
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images.
Remote. Sens., 2019
IET Image Process., 2019
Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling.
IET Image Process., 2019
2018
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging.
J. Frankl. Inst., 2018
Proceedings of the 7th European Workshop on Visual Information Processing, 2018
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
2017
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017
2016
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging.
Neurocomputing, 2016
2015
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens., 2015
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation.
Comput. Electron. Agric., 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner].
IEEE Signal Process. Mag., 2014
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett., 2014
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014